Weidong Zhou

School of Integrated Circuits, Shandong University

Affiliated withShandong University Shenzhen Research Institute of Shandong University

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JoVE Journal Publications

ArticleTotal : 1	Year
Publication title	2026

Other Publications

Article	Year
Feature attraction and classification of mental EEG using approximate entropy. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference\| PubMed ID: 17281622	2005
Removing eye movement and power line artifacts from the EEG based on ICA. Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference\| PubMed ID: 17281633	2005
Feature analysis of epileptic EEG using nonlinear prediction method. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference\| PubMed ID: 21097278	2010
[Application of SVM and wavelet analysis in EEG classification]. Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi\| PubMed ID: 21604484	2011
Epileptic EEG classification based on extreme learning machine and nonlinear features. Epilepsy research\| PubMed ID: 21616643	2011
EEG non-linear feature extraction using correlation dimension and Hurst exponent. Neurological research\| PubMed ID: 22080990	2011
[EEG signal classification based on EMD and SVM]. Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi\| PubMed ID: 22097250	2011
Epileptic seizure detection with linear and nonlinear features. Epilepsy & behavior : E&B\| PubMed ID: 22687388	2012
EEG classification approach based on the extreme learning machine and wavelet transform. Clinical EEG and neuroscience\| PubMed ID: 22715486	2012
Automatic seizure detection using wavelet transform and SVM in long-term intracranial EEG. IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society\| PubMed ID: 22868635	2012
Prevalence of metabolic syndrome (MetS) in Chinese subjects gradually increased with impaired glucose homeostasis: a multicenter, clinical based, cross-sectional study. BMC public health\| PubMed ID: 22905725	2012
Synchronization regulation in a model of coupled neural masses. Biological cybernetics\| PubMed ID: 23247419	2013
Feature extraction and recognition of ictal EEG using EMD and SVM. Computers in biology and medicine\| PubMed ID: 23746721	2013
Comparison of ictal and interictal EEG signals using fractal features. International journal of neural systems\| PubMed ID: 24156671	2013
Automatic seizure detection using diffusion distance and BLDA in intracranial EEG. Epilepsy & behavior : E&B\| PubMed ID: 24269028	2014
Epileptic EEG classification based on kernel sparse representation. International journal of neural systems\| PubMed ID: 24694170	2014
Bifurcation and oscillation in a time-delay neural mass model. Biological cybernetics\| PubMed ID: 25048203	2014
A low computation cost method for seizure prediction. Epilepsy research\| PubMed ID: 25062892	2014
Seizure detection method based on fractal dimension and gradient boosting. Epilepsy & behavior : E&B\| PubMed ID: 25549952	2015
Kernel collaborative representation-based automatic seizure detection in intracranial EEG. International journal of neural systems\| PubMed ID: 25653073	2015
Automatic seizure detection using Stockwell transform and boosting algorithm for long-term EEG. Epilepsy & behavior : E&B\| PubMed ID: 25780956	2015
Multifractal Analysis and Relevance Vector Machine-Based Automatic Seizure Detection in Intracranial EEG. International journal of neural systems\| PubMed ID: 25986754	2015
Seizure detection approach using S-transform and singular value decomposition. Epilepsy & behavior : E&B\| PubMed ID: 26439656	2015
An Improved Sparse Representation over Learned Dictionary Method for Seizure Detection. International journal of neural systems\| PubMed ID: 26542318	2016
Epileptogenic zone localization and seizure control in coupled neural mass models. Biological cybernetics\| PubMed ID: 26585963	2015
Epileptic Seizure Detection with Log-Euclidean Gaussian Kernel-Based Sparse Representation. International journal of neural systems\| PubMed ID: 26906674	2016
Using Fractal and Local Binary Pattern Features for Classification of ECOG Motor Imagery Tasks Obtained from the Right Brain Hemisphere. International journal of neural systems\| PubMed ID: 27255798	2016
Sparse representation-based EMD and BLDA for automatic seizure detection. Medical & biological engineering & computing\| PubMed ID: 27766519	2017
Influence of extrinsic inputs and synaptic gains on dynamics of Wendling's neural mass model: A bifurcation analysis. Journal of integrative neuroscience\| PubMed ID: 28077003	2016
Epileptic seizure detection based on imbalanced classification and wavelet packet transform. Seizure\| PubMed ID: 28649016	2017
Epileptic Seizure Prediction Using Diffusion Distance and Bayesian Linear Discriminate Analysis on Intracranial EEG. International journal of neural systems\| PubMed ID: 28950741	2018
Using Dictionary Pair Learning for Seizure Detection. International journal of neural systems\| PubMed ID: 29631505	2019
Epileptic EEG Identification via LBP Operators on Wavelet Coefficients. International journal of neural systems\| PubMed ID: 29665725	2018
Automatic seizure detection based on kernel robust probabilistic collaborative representation. Medical & biological engineering & computing\| PubMed ID: 30076538	2019
Micheliolide ameliorates renal fibrosis by suppressing the Mtdh/BMP/MAPK pathway. Laboratory investigation; a journal of technical methods and pathology\| PubMed ID: 30976056	2019
Epileptic Seizure Detection with EEG Textural Features and Imbalanced Classification Based on EasyEnsemble Learning. International journal of neural systems\| PubMed ID: 31505978	2019
Automatic Seizure Detection Based on S-Transform and Deep Convolutional Neural Network. International journal of neural systems\| PubMed ID: 31564174	2020
Roughness-Length-Based Characteristic Analysis of Intracranial EEG and Epileptic Seizure Prediction. International journal of neural systems\| PubMed ID: 33200622	2020
Special acoustical role of pinna simplifying spatial target localization by the brown long-eared bat Plecotus auritus. Physical review. E\| PubMed ID: 33212656	2020
Neuromodulation Effect of Very Low Intensity Transcranial Ultrasound Stimulation on Multiple Nuclei in Rat Brain. Frontiers in aging neuroscience\| PubMed ID: 33935688	2021
An Efficient and Accurate Iris Recognition Algorithm Based on a Novel Condensed 2-ch Deep Convolutional Neural Network. Sensors (Basel, Switzerland)\| PubMed ID: 34071850	2021
ECG quality assessment based on hand-crafted statistics and deep-learned S-transform spectrogram features. Computer methods and programs in biomedicine\| PubMed ID: 34298474	2021
Patient-Independent Seizure Detection Based on Channel-Perturbation Convolutional Neural Network and Bidirectional Long Short-Term Memory. International journal of neural systems\| PubMed ID: 34781854	2022
[Research progress of epileptic seizure predictions based on electroencephalogram signals]. Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi\| PubMed ID: 34970903	2021
Multiscale time-frequency method for multiclass Motor Imagery Brain Computer Interface. Computers in biology and medicine\| PubMed ID: 35158119	2022
The pharmacokinetic and pharmacodynamic properties and short-term outcome of a novel once-weekly PEGylated recombinant human growth hormone for children with growth hormone deficiency. Frontiers in endocrinology\| PubMed ID: 36034448	2022
Self-attention-based convolutional neural network and time-frequency common spatial pattern for enhanced motor imagery classification. Journal of neuroscience methods\| PubMed ID: 37611877	2023
Epileptic Seizure Prediction Using Attention Augmented Convolutional Network. International journal of neural systems\| PubMed ID: 37675593	2023
Automatic Seizure Detection Based on Stockwell Transform and Transformer. Sensors (Basel, Switzerland)\| PubMed ID: 38202939	2023
Epileptic Seizure Detection with an End-to-End Temporal Convolutional Network and Bidirectional Long Short-Term Memory Model. International journal of neural systems\| PubMed ID: 38230571	2024
Cosine convolutional neural network and its application for seizure detection. Neural networks : the official journal of the International Neural Network Society\| PubMed ID: 38555723	2024
Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG. International journal of neural systems\| PubMed ID: 38770650	2024
A Lightweight Convolutional Neural Network-Reformer Model for Efficient Epileptic Seizure Detection. International journal of neural systems\| PubMed ID: 39347621	2024
CNN-Informer: A hybrid deep learning model for seizure detection on long-term EEG. Neural networks : the official journal of the International Neural Network Society\| PubMed ID: 39488107	2025
Efficient Seizure Detection by Complementary Integration of Convolutional Neural Network and Vision Transformer. International journal of neural systems\| PubMed ID: 40159955	2025
EEG-Based Seizure Detection Using Dual-Branch CNN-ViT Network Integrating Phase and Power Spectrograms. Brain sciences\| PubMed ID: 40426681	2025
An Efficient Deep Learning Framework for Automated Epileptic Seizure Detection: Toward Scalable and Clinically Applicable Solutions. Developmental neurobiology\| PubMed ID: 40620110	2025
A cyanate-functionalized polymer composite electrolyte with a self-healing gradient SEI affords ultra-thermally stable lithium batteries. Chemical science\| PubMed ID: 40951779	2025
CNN-Autoformer: Automated EEG-Based Seizure Detection and Localization Using Hybrid Deep Learning. Biomedical signal processing and control\| PubMed ID: 41189712	2026
A Novel Morlet Convolutional Neural Network. International journal of neural systems\| PubMed ID: 41254886	2026